Overview
Brought to you by YData
Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 163 |
| Duplicate rows (%) | 1.6% |
| Total size in memory | 703.3 KiB |
| Average record size in memory | 72.0 B |
Variable types
| Numeric | 9 |
|---|
| Dataset has 163 (1.6%) duplicate rows | Duplicates |
area_total is highly overall correlated with m2total | High correlation |
desconto is highly overall correlated with preco | High correlation |
m2total is highly overall correlated with area_total | High correlation |
preco is highly overall correlated with desconto and 1 other fields | High correlation |
valor_de_avaliacao is highly overall correlated with preco | High correlation |
area_total is highly skewed (γ1 = 21.29624356) | Skewed |
area_privativa is highly skewed (γ1 = 84.03173293) | Skewed |
area_terreno is highly skewed (γ1 = 81.95531079) | Skewed |
m2total is highly skewed (γ1 = 70.69911621) | Skewed |
m2terreno is highly skewed (γ1 = 29.68065005) | Skewed |
desconto has 278 (2.8%) zeros | Zeros |
area_total has 8114 (81.1%) zeros | Zeros |
area_privativa has 976 (9.8%) zeros | Zeros |
area_terreno has 2675 (26.8%) zeros | Zeros |
m2total has 8114 (81.1%) zeros | Zeros |
m2privativa has 976 (9.8%) zeros | Zeros |
m2terreno has 2675 (26.8%) zeros | Zeros |
Reproduction
| Analysis started | 2025-11-05 21:34:34.643805 |
|---|---|
| Analysis finished | 2025-11-05 21:34:38.230886 |
| Duration | 3.59 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
preco
Real number (ℝ)
High correlation 
| Distinct | 5420 |
|---|---|
| Distinct (%) | 54.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77190.027 |
| Minimum | 4988 |
|---|---|
| Maximum | 6807791 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 4988 |
|---|---|
| 5-th percentile | 22910.05 |
| Q1 | 38513.75 |
| median | 51591 |
| Q3 | 66976 |
| 95-th percentile | 182909 |
| Maximum | 6807791 |
| Range | 6802803 |
| Interquartile range (IQR) | 28462.25 |
Descriptive statistics
| Standard deviation | 172483.47 |
|---|---|
| Coefficient of variation (CV) | 2.2345305 |
| Kurtosis | 488.15531 |
| Mean | 77190.027 |
| Median Absolute Deviation (MAD) | 14018 |
| Skewness | 17.69528 |
| Sum | 7.7190027 × 108 |
| Variance | 2.9750547 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60000 | 43 | 0.4% |
| 52103 | 42 | 0.4% |
| 57892 | 42 | 0.4% |
| 62857 | 39 | 0.4% |
| 49187 | 35 | 0.4% |
| 65922 | 35 | 0.4% |
| 68788 | 34 | 0.3% |
| 51236 | 30 | 0.3% |
| 75306 | 30 | 0.3% |
| 55946 | 29 | 0.3% |
| Other values (5410) | 9641 |
| Value | Count | Frequency (%) |
| 4988 | 1 | |
| 5354 | 1 | |
| 5785 | 1 | |
| 6245 | 1 | |
| 6330 | 1 | |
| 6383 | 1 | |
| 7174 | 1 | |
| 7253 | 1 | |
| 7263 | 1 | |
| 7477 | 1 |
| Value | Count | Frequency (%) |
| 6807791 | 1 | |
| 5485929 | 1 | |
| 5386917 | 1 | |
| 3276723 | 1 | |
| 3223106 | 1 | |
| 3200000 | 1 | |
| 2750000 | 1 | |
| 2716560 | 1 | |
| 2408075 | 1 | |
| 2377182 | 1 |
valor_de_avaliacao
Real number (ℝ)
High correlation 
| Distinct | 2219 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 161444.02 |
| Minimum | 10750 |
|---|---|
| Maximum | 10682000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 10750 |
|---|---|
| 5-th percentile | 70000 |
| Q1 | 101000 |
| median | 123000 |
| Q3 | 147617 |
| 95-th percentile | 310000 |
| Maximum | 10682000 |
| Range | 10671250 |
| Interquartile range (IQR) | 46617 |
Descriptive statistics
| Standard deviation | 284692.76 |
|---|---|
| Coefficient of variation (CV) | 1.7634147 |
| Kurtosis | 474.90478 |
| Mean | 161444.02 |
| Median Absolute Deviation (MAD) | 23000 |
| Skewness | 17.972708 |
| Sum | 1.6144402 × 109 |
| Variance | 8.1049966 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 120000 | 234 | 2.3% |
| 130000 | 205 | 2.1% |
| 125000 | 196 | 2.0% |
| 110000 | 196 | 2.0% |
| 100000 | 184 | 1.8% |
| 140000 | 175 | 1.8% |
| 135000 | 166 | 1.7% |
| 115000 | 165 | 1.7% |
| 105000 | 152 | 1.5% |
| 150000 | 134 | 1.3% |
| Other values (2209) | 8193 |
| Value | Count | Frequency (%) |
| 10750 | 1 | < 0.1% |
| 14500 | 1 | < 0.1% |
| 14600 | 1 | < 0.1% |
| 18000 | 1 | < 0.1% |
| 18500 | 1 | < 0.1% |
| 20000 | 5 | |
| 21164 | 2 | < 0.1% |
| 21500 | 1 | < 0.1% |
| 22000 | 3 | |
| 22397 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10682000 | 1 | |
| 9226000 | 1 | |
| 8984500 | 1 | |
| 6504800 | 1 | |
| 5500000 | 1 | |
| 5187000 | 1 | |
| 5168000 | 1 | |
| 4400000 | 1 | |
| 4261000 | 1 | |
| 4250000 | 1 |
desconto
Real number (ℝ)
High correlation  Zeros 
| Distinct | 62 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.5387 |
| Minimum | 0 |
|---|---|
| Maximum | 90 |
| Zeros | 278 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 43 |
| median | 56 |
| Q3 | 67 |
| 95-th percentile | 79 |
| Maximum | 90 |
| Range | 90 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 16.039571 |
|---|---|
| Coefficient of variation (CV) | 0.28879989 |
| Kurtosis | 1.9409832 |
| Mean | 55.5387 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.85960075 |
| Sum | 555387 |
| Variance | 257.26783 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 42 | 933 | 9.3% |
| 59 | 747 | 7.5% |
| 43 | 630 | 6.3% |
| 56 | 408 | 4.1% |
| 67 | 365 | 3.6% |
| 58 | 310 | 3.1% |
| 0 | 278 | 2.8% |
| 53 | 275 | 2.8% |
| 75 | 273 | 2.7% |
| 61 | 267 | 2.7% |
| Other values (52) | 5514 |
| Value | Count | Frequency (%) |
| 0 | 278 | |
| 1 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 36 | 221 | |
| 37 | 62 | 0.6% |
| Value | Count | Frequency (%) |
| 90 | 1 | < 0.1% |
| 88 | 1 | < 0.1% |
| 87 | 5 | 0.1% |
| 86 | 1 | < 0.1% |
| 85 | 10 | 0.1% |
| 84 | 39 | 0.4% |
| 83 | 10 | 0.1% |
| 82 | 112 | |
| 81 | 119 | |
| 80 | 73 |
area_total
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 214 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.591 |
| Minimum | 0 |
|---|---|
| Maximum | 2925 |
| Zeros | 8114 |
| Zeros (%) | 81.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 79 |
| Maximum | 2925 |
| Range | 2925 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 53.266207 |
|---|---|
| Coefficient of variation (CV) | 3.4164715 |
| Kurtosis | 960.26882 |
| Mean | 15.591 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.296244 |
| Sum | 155910 |
| Variance | 2837.2888 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8114 | |
| 70 | 81 | 0.8% |
| 58 | 74 | 0.7% |
| 56 | 59 | 0.6% |
| 48 | 53 | 0.5% |
| 50 | 53 | 0.5% |
| 47 | 51 | 0.5% |
| 62 | 51 | 0.5% |
| 69 | 49 | 0.5% |
| 66 | 47 | 0.5% |
| Other values (204) | 1368 | 13.7% |
| Value | Count | Frequency (%) |
| 0 | 8114 | |
| 1 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 26 | 4 | < 0.1% |
| 27 | 2 | < 0.1% |
| 28 | 2 | < 0.1% |
| 29 | 7 | 0.1% |
| 31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2925 | 1 | |
| 1320 | 1 | |
| 1000 | 1 | |
| 701 | 1 | |
| 695 | 1 | |
| 690 | 1 | |
| 666 | 1 | |
| 654 | 1 | |
| 597 | 1 | |
| 580 | 1 |
area_privativa
Real number (ℝ)
Skewed  Zeros 
| Distinct | 336 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.704 |
| Minimum | 0 |
|---|---|
| Maximum | 41700 |
| Zeros | 976 |
| Zeros (%) | 9.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 47 |
| median | 57 |
| Q3 | 68 |
| 95-th percentile | 124 |
| Maximum | 41700 |
| Range | 41700 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 444.55324 |
|---|---|
| Coefficient of variation (CV) | 6.287526 |
| Kurtosis | 7730.2131 |
| Mean | 70.704 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 84.031733 |
| Sum | 707040 |
| Variance | 197627.58 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 976 | 9.8% |
| 50 | 351 | 3.5% |
| 70 | 348 | 3.5% |
| 58 | 311 | 3.1% |
| 56 | 285 | 2.9% |
| 61 | 278 | 2.8% |
| 48 | 272 | 2.7% |
| 55 | 270 | 2.7% |
| 60 | 267 | 2.7% |
| 47 | 265 | 2.6% |
| Other values (326) | 6377 |
| Value | Count | Frequency (%) |
| 0 | 976 | |
| 22 | 12 | 0.1% |
| 24 | 19 | 0.2% |
| 25 | 3 | < 0.1% |
| 26 | 13 | 0.1% |
| 27 | 4 | < 0.1% |
| 28 | 9 | 0.1% |
| 29 | 17 | 0.2% |
| 30 | 10 | 0.1% |
| 31 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 41700 | 1 | |
| 10480 | 1 | |
| 7200 | 1 | |
| 4825 | 1 | |
| 2390 | 1 | |
| 2003 | 1 | |
| 2002 | 1 | |
| 2000 | 1 | |
| 1612 | 1 | |
| 1546 | 1 |
area_terreno
Real number (ℝ)
Skewed  Zeros 
| Distinct | 813 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 750.9627 |
| Minimum | 0 |
|---|---|
| Maximum | 2035960 |
| Zeros | 2675 |
| Zeros (%) | 26.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 143 |
| Q3 | 200 |
| 95-th percentile | 600 |
| Maximum | 2035960 |
| Range | 2035960 |
| Interquartile range (IQR) | 200 |
Descriptive statistics
| Standard deviation | 22084.797 |
|---|---|
| Coefficient of variation (CV) | 29.408647 |
| Kurtosis | 7326.0849 |
| Mean | 750.9627 |
| Median Absolute Deviation (MAD) | 87.5 |
| Skewness | 81.955311 |
| Sum | 7509627 |
| Variance | 4.8773824 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2675 | |
| 200 | 783 | 7.8% |
| 180 | 553 | 5.5% |
| 360 | 255 | 2.5% |
| 125 | 245 | 2.5% |
| 150 | 207 | 2.1% |
| 250 | 160 | 1.6% |
| 300 | 150 | 1.5% |
| 160 | 135 | 1.4% |
| 148 | 116 | 1.2% |
| Other values (803) | 4721 |
| Value | Count | Frequency (%) |
| 0 | 2675 | |
| 1 | 11 | 0.1% |
| 2 | 2 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 24 | 3 | < 0.1% |
| 26 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 2035960 | 1 | |
| 715100 | 1 | |
| 252687 | 1 | |
| 144779 | 1 | |
| 135535 | 1 | |
| 125000 | 1 | |
| 112000 | 1 | |
| 108900 | 1 | |
| 102565 | 1 | |
| 95000 | 1 |
m2total
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 852 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176.3189 |
| Minimum | 0 |
|---|---|
| Maximum | 80000 |
| Zeros | 8114 |
| Zeros (%) | 81.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1084 |
| Maximum | 80000 |
| Range | 80000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 898.0182 |
|---|---|
| Coefficient of variation (CV) | 5.0931477 |
| Kurtosis | 6246.8679 |
| Mean | 176.3189 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 70.699116 |
| Sum | 1763189 |
| Variance | 806436.69 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8114 | |
| 1132 | 14 | 0.1% |
| 1195 | 10 | 0.1% |
| 1054 | 10 | 0.1% |
| 1085 | 9 | 0.1% |
| 620 | 9 | 0.1% |
| 1146 | 8 | 0.1% |
| 1176 | 8 | 0.1% |
| 1171 | 8 | 0.1% |
| 1038 | 8 | 0.1% |
| Other values (842) | 1802 | 18.0% |
| Value | Count | Frequency (%) |
| 0 | 8114 | |
| 15 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 96 | 1 | < 0.1% |
| 108 | 1 | < 0.1% |
| 111 | 1 | < 0.1% |
| 120 | 2 | < 0.1% |
| 122 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 80000 | 1 | |
| 9920 | 1 | |
| 6759 | 1 | |
| 5921 | 1 | |
| 5821 | 1 | |
| 5634 | 1 | |
| 4717 | 1 | |
| 4259 | 1 | |
| 3722 | 1 | |
| 3651 | 1 |
m2privativa
Real number (ℝ)
Zeros 
| Distinct | 999 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 758.8103 |
| Minimum | 0 |
|---|---|
| Maximum | 1209 |
| Zeros | 976 |
| Zeros (%) | 9.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 575 |
| median | 823 |
| Q3 | 1038 |
| 95-th percentile | 1174 |
| Maximum | 1209 |
| Range | 1209 |
| Interquartile range (IQR) | 463 |
Descriptive statistics
| Standard deviation | 341.2808 |
|---|---|
| Coefficient of variation (CV) | 0.44975774 |
| Kurtosis | -0.02995972 |
| Mean | 758.8103 |
| Median Absolute Deviation (MAD) | 226 |
| Skewness | -0.86942071 |
| Sum | 7588103 |
| Variance | 116472.59 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 976 | 9.8% |
| 1146 | 31 | 0.3% |
| 1205 | 30 | 0.3% |
| 1056 | 26 | 0.3% |
| 1132 | 26 | 0.3% |
| 934 | 25 | 0.2% |
| 1185 | 25 | 0.2% |
| 1143 | 25 | 0.2% |
| 786 | 24 | 0.2% |
| 1038 | 24 | 0.2% |
| Other values (989) | 8788 |
| Value | Count | Frequency (%) |
| 0 | 976 | |
| 5 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 65 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 74 | 2 | < 0.1% |
| 77 | 1 | < 0.1% |
| 118 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1209 | 2 | < 0.1% |
| 1208 | 15 | |
| 1207 | 19 | |
| 1206 | 10 | 0.1% |
| 1205 | 30 | |
| 1204 | 11 | 0.1% |
| 1203 | 13 | |
| 1202 | 13 | |
| 1201 | 11 | 0.1% |
| 1200 | 18 |
m2terreno
Real number (ℝ)
Skewed  Zeros 
| Distinct | 1185 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 336.7037 |
| Minimum | 0 |
|---|---|
| Maximum | 77046 |
| Zeros | 2675 |
| Zeros (%) | 26.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 227 |
| Q3 | 396 |
| 95-th percentile | 814.05 |
| Maximum | 77046 |
| Range | 77046 |
| Interquartile range (IQR) | 396 |
Descriptive statistics
| Standard deviation | 1588.2752 |
|---|---|
| Coefficient of variation (CV) | 4.7171302 |
| Kurtosis | 1028.1151 |
| Mean | 336.7037 |
| Median Absolute Deviation (MAD) | 196 |
| Skewness | 29.68065 |
| Sum | 3367037 |
| Variance | 2522618.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2675 | 26.8% |
| 180 | 34 | 0.3% |
| 261 | 29 | 0.3% |
| 272 | 28 | 0.3% |
| 232 | 27 | 0.3% |
| 289 | 26 | 0.3% |
| 210 | 26 | 0.3% |
| 265 | 25 | 0.2% |
| 309 | 25 | 0.2% |
| 283 | 24 | 0.2% |
| Other values (1175) | 7081 |
| Value | Count | Frequency (%) |
| 0 | 2675 | |
| 1 | 5 | 0.1% |
| 2 | 4 | < 0.1% |
| 3 | 5 | 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 77046 | 1 | |
| 50212 | 1 | |
| 49787 | 1 | |
| 42896 | 1 | |
| 42154 | 1 | |
| 41238 | 1 | |
| 40664 | 1 | |
| 39759 | 1 | |
| 35469 | 1 | |
| 34083 | 1 |
Interactions
Correlations
| area_privativa | area_terreno | area_total | desconto | m2privativa | m2terreno | m2total | preco | valor_de_avaliacao | |
|---|---|---|---|---|---|---|---|---|---|
| area_privativa | 1.000 | 0.119 | 0.171 | -0.126 | 0.174 | 0.296 | 0.141 | 0.334 | 0.280 |
| area_terreno | 0.119 | 1.000 | 0.064 | -0.289 | -0.277 | 0.350 | 0.063 | 0.267 | 0.059 |
| area_total | 0.171 | 0.064 | 1.000 | -0.264 | 0.133 | 0.168 | 0.985 | 0.128 | -0.055 |
| desconto | -0.126 | -0.289 | -0.264 | 1.000 | -0.275 | -0.373 | -0.282 | -0.673 | 0.090 |
| m2privativa | 0.174 | -0.277 | 0.133 | -0.275 | 1.000 | 0.059 | 0.167 | 0.374 | 0.123 |
| m2terreno | 0.296 | 0.350 | 0.168 | -0.373 | 0.059 | 1.000 | 0.177 | 0.362 | 0.087 |
| m2total | 0.141 | 0.063 | 0.985 | -0.282 | 0.167 | 0.177 | 1.000 | 0.137 | -0.069 |
| preco | 0.334 | 0.267 | 0.128 | -0.673 | 0.374 | 0.362 | 0.137 | 1.000 | 0.569 |
| valor_de_avaliacao | 0.280 | 0.059 | -0.055 | 0.090 | 0.123 | 0.087 | -0.069 | 0.569 | 1.000 |
Missing values
Sample
| preco | valor_de_avaliacao | desconto | area_total | area_privativa | area_terreno | m2total | m2privativa | m2terreno | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 99222.0 | 250000.0 | 60.0 | 0.0 | 0.0 | 1900.0 | 0.0 | 0.0 | 52.0 |
| 1 | 71535.0 | 150000.0 | 52.0 | 0.0 | 0.0 | 600.0 | 0.0 | 0.0 | 119.0 |
| 2 | 71535.0 | 150000.0 | 52.0 | 0.0 | 0.0 | 600.0 | 0.0 | 0.0 | 119.0 |
| 3 | 71535.0 | 150000.0 | 52.0 | 0.0 | 0.0 | 600.0 | 0.0 | 0.0 | 119.0 |
| 4 | 5386917.0 | 9226000.0 | 42.0 | 0.0 | 0.0 | 49338.0 | 0.0 | 0.0 | 109.0 |
| 5 | 78557.0 | 130000.0 | 40.0 | 0.0 | 0.0 | 277.0 | 0.0 | 0.0 | 284.0 |
| 6 | 427001.0 | 670000.0 | 36.0 | 0.0 | 0.0 | 1307.0 | 0.0 | 0.0 | 327.0 |
| 7 | 197567.0 | 310000.0 | 36.0 | 0.0 | 0.0 | 630.0 | 0.0 | 0.0 | 314.0 |
| 8 | 344150.0 | 540000.0 | 36.0 | 0.0 | 0.0 | 1350.0 | 0.0 | 0.0 | 255.0 |
| 9 | 1534001.0 | 560000.0 | 0.0 | 0.0 | 0.0 | 599.0 | 0.0 | 0.0 | 2561.0 |
| preco | valor_de_avaliacao | desconto | area_total | area_privativa | area_terreno | m2total | m2privativa | m2terreno | |
|---|---|---|---|---|---|---|---|---|---|
| 9990 | 71276.0 | 124339.0 | 43.0 | 59.0 | 59.0 | 228.0 | 1208.0 | 1208.0 | 313.0 |
| 9991 | 54366.0 | 139000.0 | 61.0 | 0.0 | 45.0 | 0.0 | 0.0 | 1208.0 | 0.0 |
| 9992 | 49541.0 | 107000.0 | 54.0 | 0.0 | 41.0 | 0.0 | 0.0 | 1208.0 | 0.0 |
| 9993 | 49541.0 | 107000.0 | 54.0 | 0.0 | 41.0 | 0.0 | 0.0 | 1208.0 | 0.0 |
| 9994 | 59185.0 | 98000.0 | 40.0 | 0.0 | 49.0 | 0.0 | 0.0 | 1208.0 | 0.0 |
| 9995 | 95469.0 | 198000.0 | 52.0 | 0.0 | 79.0 | 110.0 | 0.0 | 1208.0 | 868.0 |
| 9996 | 77310.0 | 139000.0 | 44.0 | 0.0 | 64.0 | 244.0 | 0.0 | 1208.0 | 317.0 |
| 9997 | 59186.0 | 118000.0 | 50.0 | 0.0 | 49.0 | 49.0 | 0.0 | 1208.0 | 1208.0 |
| 9998 | 122108.0 | 194000.0 | 37.0 | 101.0 | 101.0 | 155.0 | 1209.0 | 1209.0 | 788.0 |
| 9999 | 62859.0 | 150000.0 | 58.0 | 0.0 | 52.0 | 0.0 | 0.0 | 1209.0 | 0.0 |
Duplicate rows
Most frequently occurring
| preco | valor_de_avaliacao | desconto | area_total | area_privativa | area_terreno | m2total | m2privativa | m2terreno | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 22705.0 | 56000.0 | 59.0 | 0.0 | 0.0 | 126.0 | 0.0 | 0.0 | 180.0 | 16 |
| 10 | 27824.0 | 22880.0 | 0.0 | 0.0 | 0.0 | 250.0 | 0.0 | 0.0 | 111.0 | 6 |
| 11 | 27880.0 | 108000.0 | 74.0 | 45.0 | 24.0 | 0.0 | 620.0 | 1162.0 | 0.0 | 6 |
| 8 | 26791.0 | 93000.0 | 71.0 | 45.0 | 24.0 | 0.0 | 595.0 | 1116.0 | 0.0 | 5 |
| 12 | 28913.0 | 92000.0 | 69.0 | 45.0 | 24.0 | 0.0 | 643.0 | 1205.0 | 0.0 | 4 |
| 49 | 47137.0 | 115000.0 | 59.0 | 0.0 | 46.0 | 0.0 | 0.0 | 1025.0 | 0.0 | 4 |
| 61 | 49187.0 | 120000.0 | 59.0 | 0.0 | 45.0 | 0.0 | 0.0 | 1093.0 | 0.0 | 4 |
| 19 | 34855.0 | 60000.0 | 42.0 | 0.0 | 0.0 | 125.0 | 0.0 | 0.0 | 279.0 | 3 |
| 32 | 41943.0 | 110000.0 | 62.0 | 0.0 | 46.0 | 0.0 | 0.0 | 912.0 | 0.0 | 3 |
| 56 | 48367.0 | 118000.0 | 59.0 | 0.0 | 45.0 | 0.0 | 0.0 | 1075.0 | 0.0 | 3 |